Predicting Blood-Brain Barrie ( Flutter APP )

Flutter Application for Predicting the Blood−Brain Barrie


Flutter APP

flutter-video_R6XKu1zy.mp4


Dataset

There are many databases for the blood-brain barrier, but we used this data because it is for humans and includes all the data used as it contains:  48 attributes of different types.  44 of them are numeric, 2 string and 2 null cells


Machine learning models:

Support vector Machine(SVM).

SVM-code


Logistic Regression.

LOG-Code


Gradient Boosting Classifier.

GBM-Code


K-Nearest Neighbor (KNN).

KNN-Code


Decision Tree.

Dtree-code


GitHub

View Github